Comments (6)
@JunDaLee 您好,感谢您对我们项目的关注,我们开源的这个版本是从我们内部的检测库里面摘出来的,内部版本是可以同时支持您说的这些功能的,COCO上的0.01是调参之后得到的最佳参数,syncbn这块确实没做过实验,交流群现在还没有,您有问题可以先版聊或者mail给我
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您好,我想请教一下关于efficient teacher实验的一些内容。
在efficient teacher论文中使用yolov5-l模型,coco数据label占比最大为10%。
我使用更小的模型(tiny),使用更多的数据(coco数据label占比50%),实验参数基本与yolov5-l_10_percent保持一致。
发现ssod的效果和监督训练相比,相差比较大,而且ssod的训练过程很不稳定。请问有没有进行过小模型,标签数据占比大的一些实验。或者我的实验存在这种现象有什么可能原因吗?谢谢。
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@JunDaLee 您好,相差比较大的情况是多大啊,是变差了很多吗?我们在跑S的实验,目前还调参
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监督训练大概0.26,ssod只有0.08。
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@JunDaLee 您好,请问问题解决了吗,最近有点忙没有及时解issue
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你好,我目前解决了一些问题。但依旧存在一些问题。
使用yolov7-tiny,训练coco 50% labelled+50% unlabelled,监督训练是0.26,半监督训练是0.24,半监督结果弱于监督结果,暂时不清楚是不是因为数据比例的原因。
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Related Issues (20)
- SSOD training
- 请问有人知道怎么复现的吗?我只能自己运行val.py,train.py要怎么操作? HOT 1
- 训练Cityscapes数据集,精度为0怎么回事
- coco_1p的yaml配置文件中的teacher_loss_weight是3.0吗?
- 私人数据集上的数据集在半监督中的划分 HOT 1
- 关于keypoint检测
- yolov7
- 训练血细胞分割得到的map和p和R一直是0
- 加载全监督训练模型进行半监督训练,检测精度低 HOT 1
- not found lables HOT 1
- 模型剪枝
- problem with !bash get_coco.sh
- 有关efficient teacher项目问题
- tp,fp_loc指标同时过高,且模型始终没有收敛
- 错误
- RuntimeError: result type Float can't be cast to the desired output type long int HOT 2
- 半监督训练的时候报错,错误如下
- 在个人数据集上使用efficientteacher项目,疑似出现过拟合严重的情况。 HOT 1
- covert yolov8 to efficient teacher
- Efficient teacher for yolov7
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